package com.hoppinzq;

import org.apache.commons.math3.linear.ArrayRealVector;
import org.apache.commons.math3.linear.RealVector;

public class CosineSimilarityDemo {
    public static double cosineSimilarity(double[] vector1, double[] vector2) {
        RealVector realVector1 = new ArrayRealVector(vector1);
        RealVector realVector2 = new ArrayRealVector(vector2);
        double dotProduct = realVector1.dotProduct(realVector2);
        double norm = realVector1.getNorm() * realVector2.getNorm();
        double similarity = dotProduct / norm;
        return similarity;
    }
    public static void main(String[] args) {

        double[] d3={
                -0.02782933,
                -0.017113,
                0.015634885,
                -0.0050842045,
                -0.05000105,
                0.009276443,
                -0.03499054,
                -0.032773368,
                -0.009537662,
                -0.022248173,
                0.021916872,
                -0.020311333,
                0.016616046,
                -0.017291393,
                -0.014768404,
                -0.008970627,
                0.033283062,
                -0.006062181,
                0.007454285,
                -0.011378935,
                0.013239319,
                0.01167838,
                0.0029227806,
                -0.0036124613,
                -0.03333403,
                0.013978377,
                0.0015466049,
                -0.010091955,
                -0.0018094162,
                -0.0011762799,
                0.026555095,
                -0.017941253,
                8.9674414E-4,
                0.0059666135,
                -0.008913286,
                -0.018349009,
                -0.0022060224,
                -0.0031043594,
                0.002857476,
                -8.127241E-4,
                -0.007600822,
                4.296567E-4,
                -0.00866481,
                0.010582536,
                -0.028491935,
                0.013991119,
                -0.023535153,
                -0.016832668,
                -0.019992774,
                0.029664231,
                0.0051160604,
                -0.009754282,
                0.0011492022,
                -0.018960644,
                -0.0077792155,
                0.010085584,
                -0.017202197,
                0.024019362,
                -0.02480939,
                -0.005877417,
                -0.016004413,
                0.022592217,
                -0.04342599,
                0.010467855,
                0.012895276,
                0.011793061,
                0.020731833,
                -0.026096368,
                0.010244863,
                -0.0181961,
                -0.0068490226,
                0.028058693,
                0.0047911303,
                0.014271452,
                0.027268667,
                -0.014781146,
                -0.012837935,
                0.013417713,
                -0.016029898,
                -0.01211162,
                0.038074195,
                -0.02836451,
                -9.612524E-4,
                0.012143476,
                -0.0040680007,
                0.030760076,
                -0.01539278,
                0.03616284,
                -0.019381141,
                -0.03524539,
                -0.004772017,
                0.009735169,
                0.0064890506,
                0.025981687,
                -0.0031824063,
                0.019024355,
                0.0059920982,
                0.015953444,
                0.0078110714,
                -0.006798053,
                0.0073969443,
                -0.02933293,
                -0.027650937,
                -0.0066961143,
                -0.003223819,
                0.01975067,
                0.013239319,
                -0.024847617,
                0.012168961,
                -0.03585702,
                -0.010595279,
                0.027905785,
                0.014959539,
                -0.029103568,
                -0.0040011033,
                0.0071548396,
                0.0040234025,
                -0.016603304,
                -0.04704482,
                -0.012213559,
                0.0025261743,
                -0.017941253,
                0.011621039,
                -0.0148576,
                0.044980556,
                0.028568389,
                -0.0018938343,
                4.7505138E-4,
                -0.003927835,
                0.026860911,
                0.047987755,
                0.026070883,
                0.021789448,
                0.025535705,
                -0.028135147,
                0.009747911,
                -0.02357338,
                -4.4200086E-4,
                -0.03524539,
                -0.0064062253,
                -0.015991671,
                0.03697835,
                0.0027029747,
                -0.021126846,
                0.007842927,
                0.02427421,
                0.010760929,
                1.8038414E-4,
                0.0016135023,
                0.009174504,
                0.004533097,
                -9.1665407E-4,
                0.010544309,
                0.006600546,
                -0.015456492,
                0.00807229,
                -0.021674767,
                0.010085584,
                -0.0044279727,
                0.009454837,
                -3.8008092E-4,
                0.009735169,
                0.018399978,
                -0.03471021,
                0.0143224215,
                0.021751221,
                -0.0013116675,
                0.0063520703,
                0.0027794288,
                -0.005440991,
                0.0105124535,
                0.007556224,
                -0.012869791,
                0.018565629,
                -0.0012957396,
                0.026070883,
                0.013570622,
                -0.009677828,
                -0.011480873,
                -0.03346146,
                -0.052116282,
                0.014080316,
                0.01394015,
                -0.012455665,
                -0.0054664756,
                0.0023844156,
                -0.011334336,
                -0.01921549,
                0.0087858625,
                -0.0045553963,
                0.015622143,
                0.015035993,
                -9.755875E-4,
                -0.019852608,
                -0.584314,
                -0.004240023,
                -0.010251234,
                0.02658058,
                0.008480046,
                0.040622666,
                0.009537662,
                0.0077728443,
                9.2621084E-4,
                -0.009308299,
                -0.018489175,
                0.019827124,
                0.009977274,
                0.001967103,
                -0.011066746,
                -0.030046502,
                3.7629803E-4,
                -0.021165073,
                0.0030900242,
                0.022401081,
                -0.010486969,
                0.03659608,
                -0.0034245113,
                -0.029078083,
                0.03267143,
                -1.8137964E-4,
                0.0018492361,
                -0.013481425,
                -0.031346224,
                0.007690019,
                -0.023891939,
                0.009422981,
                -0.011054004,
                -0.003542378,
                0.057544533,
                -0.018438205,
                -0.023369502,
                0.018973386,
                0.012997215,
                0.015787793,
                -0.024121301,
                -0.023649834,
                -0.016373942,
                -0.013978377,
                0.0021980584,
                -0.027192213,
                -0.011582812,
                0.0061481926,
                -0.0037398848,
                0.0020340004,
                9.158577E-4,
                -0.0013156495,
                -0.014742919,
                -4.1293234E-4,
                0.01841272,
                0.0057022097,
                0.016322972,
                -0.022209946,
                -0.0057499935,
                0.015583916,
                0.008422705,
                -0.006291544,
                -3.54198E-4,
                -0.0038322671,
                0.014296937,
                5.232335E-4,
                -0.020744575,
                -0.012685027,
                0.018896932,
                -0.006938219,
                0.017686406,
                -0.010308575,
                0.0011340707,
                0.017953996,
                -0.0054760324,
                0.0100091295,
                0.00219328,
                -0.022299143,
                0.0125958305,
                0.003653874,
                0.0050204927,
                0.003481852,
                -0.010461484,
                -0.0038386383,
                0.0038864221,
                -0.02459277,
                -0.0075052544,
                0.016552335,
                0.019495822,
                -2.2000493E-4,
                0.0070911273,
                0.0293839,
                0.01539278,
                -0.029230991,
                -0.006125893,
                0.015086963,
                -0.03524539,
                -0.004580881,
                0.017023804,
                -0.013519652,
                0.017074773,
                -0.0035105222,
                0.02314014,
                0.019546792,
                -0.01146176,
                -0.0014000676,
                4.1452516E-4,
                -0.0035614918,
                0.043451473,
                -0.02395565,
                0.0028001352,
                0.005469661,
                0.020897483,
                -0.024376148,
                0.010435999,
                -0.028237086,
                0.01749527,
                0.011423533,
                0.034506332,
                -0.023445956,
                0.015456492,
                0.01011744,
                -0.008250683,
                -0.0032811596,
                0.024745679,
                0.031906888,
                -0.021776706,
                0.010168409,
                -0.002413086,
                0.00398199,
                -0.0024321994,
                0.010448742,
                0.033486944,
                -0.030734591,
                0.029613262,
                -0.008703037,
                -0.005386836,
                -0.01415677,
                0.009856221,
                -0.0051065036,
                -0.027523514,
                -0.005845561,
                0.0037144,
                -0.0071548396,
                0.01614458,
                0.013124638,
                0.013041813,
                -0.014080316,
                0.03019941,
                0.0044598286,
                0.005714952,
                0.015749566,
                -0.0013275954,
                -0.021776706,
                0.008053176,
                0.009346527,
                0.0077855866,
                -0.007823814,
                -0.017673664,
                -0.0067789396,
                0.008569242,
                0.010321318,
                -0.0027682793,
                0.0038513807,
                -0.007269521,
                -0.030479744,
                -0.0038067824,
                0.012258157,
                -0.022375597,
                -0.016246518,
                0.0075179967,
                0.011404419,
                -0.00920636,
                -0.007454285,
                -0.018361751,
                -0.014526299,
                0.020833772,
                0.013035442,
                -0.0011977826,
                -0.03761547,
                0.020158425,
                -0.0074033155,
                -0.03891519,
                -3.960089E-4,
                0.020744575,
                0.018374493,
                0.0077473596,
                0.0155074615,
                -0.025446508,
                -0.008320766,
                -0.004230466,
                0.019419368,
                -0.014551784,
                -0.011092231,
                0.007893897,
                -0.006645145,
                0.020604407,
                0.007492512,
                0.021139588,
                0.007619936,
                0.0056161983,
                0.0069445902,
                0.0033353148,
                0.007078385,
                0.0150742205,
                -0.020043744,
                0.00546329,
                -0.011595555,
                0.02793127,
                0.012041537,
                -0.018986128,
                0.0045776954,
                -0.017622694,
                0.0076709054,
                -0.0140675735,
                0.04064815,
                0.0060526244,
                0.0047051194,
                0.037462562,
                0.0012033574,
                -0.012449293,
                -0.020247621,
                -0.0012360096,
                -0.021509117,
                -0.041106876,
                -0.030760076,
                -0.002857476,
                0.014985024,
                0.016246518,
                -6.299508E-4,
                -0.040979452,
                -0.012436551,
                -0.0022649558,
                -0.0038450095,
                -0.01975067,
                -0.025841521,
                0.021483632,
                -0.0074415426,
                0.02427421,
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                0.0034627384,
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                7.231294E-4,
                0.02034956,
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    };

        double sim1=cosineSimilarity(d1,d2);
        double sim2=cosineSimilarity(d1,d3);
        double sim3=cosineSimilarity(d2,d3);
        double sim4=cosineSimilarity(d4,d1);
        double sim5=cosineSimilarity(d4,d3);
        System.out.println("我喜欢你-我钟意你,sim1:"+sim1);
        System.out.println("我喜欢你-我不喜欢你,sim2:"+sim2);
        System.out.println("我钟意你-我不喜欢你,sim3:"+sim3);
        System.out.println("我爱你-我喜欢你,sim4:"+sim4);
        System.out.println("我爱你-我钟意你,sim5:"+sim5);
    }
}